Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 77947 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.7 MiB |
| Average record size in memory | 104.0 B |
Variable types
| NUM | 12 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-11-20 08:58:08.815026 |
|---|---|
| Analysis finished | 2020-11-20 08:58:49.401157 |
| Duration | 40.59 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Value.7 is highly correlated with Value | High correlation |
Value is highly correlated with Value.7 | High correlation |
Value.9 is highly skewed (γ1 = 22.44746126) | Skewed |
Benutzerdefiniert has unique values | Unique |
Value.9 has 70165 (90.0%) zeros | Zeros |
Running App ID has 23661 (30.4%) zeros | Zeros |
| Distinct count | 77947 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38973.0 |
|---|---|
| Minimum | 0 |
| Maximum | 77946 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3897.3 |
| Q1 | 19486.5 |
| median | 38973 |
| Q3 | 58459.5 |
| 95-th percentile | 74048.7 |
| Maximum | 77946 |
| Range | 77946 |
| Interquartile range (IQR) | 38973 |
Descriptive statistics
| Standard deviation | 22501.50505 |
|---|---|
| Coefficient of variation (CV) | 0.5773613798 |
| Kurtosis | -1.2 |
| Mean | 38973 |
| Median Absolute Deviation (MAD) | 19487 |
| Skewness | 0 |
| Sum | 3037828431 |
| Variance | 506317729.7 |
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 27288 | 1 | < 0.1% | |
| 8849 | 1 | < 0.1% | |
| 14994 | 1 | < 0.1% | |
| 12947 | 1 | < 0.1% | |
| 2708 | 1 | < 0.1% | |
| 661 | 1 | < 0.1% | |
| 6806 | 1 | < 0.1% | |
| 4759 | 1 | < 0.1% | |
| 25241 | 1 | < 0.1% | |
| Other values (77937) | 77937 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 77946 | 1 | < 0.1% | |
| 77945 | 1 | < 0.1% | |
| 77944 | 1 | < 0.1% | |
| 77943 | 1 | < 0.1% | |
| 77942 | 1 | < 0.1% |
| Distinct count | 16752 |
|---|---|
| Unique (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9127049.914634302 |
|---|---|
| Minimum | 405816 |
| Maximum | 41532612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 405816 |
|---|---|
| 5-th percentile | 426376 |
| Q1 | 428940 |
| median | 2119000 |
| Q3 | 16364620 |
| 95-th percentile | 41512048 |
| Maximum | 41532612 |
| Range | 41126796 |
| Interquartile range (IQR) | 15935680 |
Descriptive statistics
| Standard deviation | 12040141.8 |
|---|---|
| Coefficient of variation (CV) | 1.319171246 |
| Kurtosis | 1.01442101 |
| Mean | 9127049.915 |
| Median Absolute Deviation (MAD) | 1692612 |
| Skewness | 1.423752087 |
| Sum | 7.114261597e+11 |
| Variance | 1.449650147e+14 |
| Value | Count | Frequency (%) | |
| 427472 | 235 | 0.3% | |
| 428860 | 202 | 0.3% | |
| 427440 | 195 | 0.3% | |
| 2119608 | 195 | 0.3% | |
| 428912 | 193 | 0.2% | |
| 2120980 | 183 | 0.2% | |
| 428600 | 172 | 0.2% | |
| 428476 | 169 | 0.2% | |
| 428500 | 166 | 0.2% | |
| 428848 | 163 | 0.2% | |
| Other values (16742) | 76074 | 97.6% |
| Value | Count | Frequency (%) | |
| 405816 | 13 | < 0.1% | |
| 414080 | 1 | < 0.1% | |
| 415136 | 1 | < 0.1% | |
| 415284 | 1 | < 0.1% | |
| 415356 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 41532612 | 3 | < 0.1% | |
| 41532608 | 1 | < 0.1% | |
| 41532576 | 1 | < 0.1% | |
| 41532460 | 1 | < 0.1% | |
| 41532360 | 1 | < 0.1% |
Value.1
Real number (ℝ≥0)
| Distinct count | 77783 |
|---|---|
| Unique (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1219184895.5872324 |
|---|---|
| Minimum | 21143065 |
| Maximum | 2287068079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 21143065 |
|---|---|
| 5-th percentile | 603738528.1 |
| Q1 | 1134258998 |
| median | 1154597396 |
| Q3 | 1452517994 |
| 95-th percentile | 1699457864 |
| Maximum | 2287068079 |
| Range | 2265925014 |
| Interquartile range (IQR) | 318258995.5 |
Descriptive statistics
| Standard deviation | 318302842.4 |
|---|---|
| Coefficient of variation (CV) | 0.2610784004 |
| Kurtosis | 0.5387602184 |
| Mean | 1219184896 |
| Median Absolute Deviation (MAD) | 178716849 |
| Skewness | -0.2700817414 |
| Sum | 9.503180506e+13 |
| Variance | 1.013166995e+17 |
| Value | Count | Frequency (%) | |
| 1142917361 | 11 | < 0.1% | |
| 1143425759 | 3 | < 0.1% | |
| 1144986737 | 2 | < 0.1% | |
| 1137394019 | 2 | < 0.1% | |
| 1167332568 | 2 | < 0.1% | |
| 1147866634 | 2 | < 0.1% | |
| 1470259666 | 2 | < 0.1% | |
| 728197629 | 2 | < 0.1% | |
| 1139098427 | 2 | < 0.1% | |
| 1135278314 | 2 | < 0.1% | |
| Other values (77773) | 77917 | > 99.9% |
| Value | Count | Frequency (%) | |
| 21143065 | 1 | < 0.1% | |
| 22306889 | 1 | < 0.1% | |
| 23837662 | 1 | < 0.1% | |
| 24205721 | 1 | < 0.1% | |
| 37713269 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2287068079 | 1 | < 0.1% | |
| 2277391965 | 1 | < 0.1% | |
| 2273048459 | 1 | < 0.1% | |
| 2271489142 | 1 | < 0.1% | |
| 2271313083 | 1 | < 0.1% |
Value.2
Real number (ℝ≥0)
| Distinct count | 145 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28943.326927271093 |
|---|---|
| Minimum | 28304 |
| Maximum | 30880 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 28304 |
|---|---|
| 5-th percentile | 28368 |
| Q1 | 28480 |
| median | 29232 |
| Q3 | 29264 |
| 95-th percentile | 29328 |
| Maximum | 30880 |
| Range | 2576 |
| Interquartile range (IQR) | 784 |
Descriptive statistics
| Standard deviation | 428.3194366 |
|---|---|
| Coefficient of variation (CV) | 0.01479855573 |
| Kurtosis | -1.277329427 |
| Mean | 28943.32693 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | -0.1865702961 |
| Sum | 2256045504 |
| Variance | 183457.5397 |
| Value | Count | Frequency (%) | |
| 29264 | 12506 | 16.0% | |
| 29248 | 9746 | 12.5% | |
| 29232 | 7874 | 10.1% | |
| 28368 | 5897 | 7.6% | |
| 29280 | 5509 | 7.1% | |
| 28384 | 4358 | 5.6% | |
| 28352 | 3557 | 4.6% | |
| 29296 | 3220 | 4.1% | |
| 28400 | 2495 | 3.2% | |
| 28512 | 2427 | 3.1% | |
| Other values (135) | 20358 | 26.1% |
| Value | Count | Frequency (%) | |
| 28304 | 8 | < 0.1% | |
| 28320 | 11 | < 0.1% | |
| 28336 | 47 | 0.1% | |
| 28352 | 3557 | 4.6% | |
| 28368 | 5897 | 7.6% |
| Value | Count | Frequency (%) | |
| 30880 | 1 | < 0.1% | |
| 30848 | 4 | < 0.1% | |
| 30768 | 2 | < 0.1% | |
| 30752 | 4 | < 0.1% | |
| 30736 | 1 | < 0.1% |
Value.3
Real number (ℝ≥0)
| Distinct count | 24 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57851.11678448176 |
|---|---|
| Minimum | 52000 |
| Maximum | 75000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 52000 |
|---|---|
| 5-th percentile | 53000 |
| Q1 | 53000 |
| median | 58000 |
| Q3 | 60000 |
| 95-th percentile | 71000 |
| Maximum | 75000 |
| Range | 23000 |
| Interquartile range (IQR) | 7000 |
Descriptive statistics
| Standard deviation | 5201.935608 |
|---|---|
| Coefficient of variation (CV) | 0.08991936366 |
| Kurtosis | 1.249903874 |
| Mean | 57851.11678 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 1.217199478 |
| Sum | 4509321000 |
| Variance | 27060134.07 |
| Value | Count | Frequency (%) | |
| 53000 | 21579 | 27.7% | |
| 60000 | 11130 | 14.3% | |
| 54000 | 7338 | 9.4% | |
| 59000 | 7247 | 9.3% | |
| 58000 | 4252 | 5.5% | |
| 61000 | 3578 | 4.6% | |
| 62000 | 3287 | 4.2% | |
| 57000 | 3164 | 4.1% | |
| 63000 | 3093 | 4.0% | |
| 56000 | 2296 | 2.9% | |
| Other values (14) | 10983 | 14.1% |
| Value | Count | Frequency (%) | |
| 52000 | 2293 | 2.9% | |
| 53000 | 21579 | 27.7% | |
| 54000 | 7338 | 9.4% | |
| 55000 | 2100 | 2.7% | |
| 56000 | 2296 | 2.9% |
| Value | Count | Frequency (%) | |
| 75000 | 12 | < 0.1% | |
| 74000 | 396 | 0.5% | |
| 73000 | 944 | 1.2% | |
| 72000 | 2213 | 2.8% | |
| 71000 | 1187 | 1.5% |
Value.4
Real number (ℝ≥0)
| Distinct count | 77935 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131386743253.8563 |
|---|---|
| Minimum | 1333187 |
| Maximum | 262142920831 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 1333187 |
|---|---|
| 5-th percentile | 1.453533021e+10 |
| Q1 | 6.867451288e+10 |
| median | 1.308180017e+11 |
| Q3 | 1.946574828e+11 |
| 95-th percentile | 2.48192633e+11 |
| Maximum | 2.621429208e+11 |
| Range | 2.621415876e+11 |
| Interquartile range (IQR) | 1.259829699e+11 |
Descriptive statistics
| Standard deviation | 7.41057344e+10 |
|---|---|
| Coefficient of variation (CV) | 0.5640274853 |
| Kurtosis | -1.14966154 |
| Mean | 1.313867433e+11 |
| Median Absolute Deviation (MAD) | 6.298436073e+10 |
| Skewness | 0.003257684134 |
| Sum | 1.024120248e+16 |
| Variance | 5.491659871e+21 |
| Value | Count | Frequency (%) | |
| 2.128546443e+11 | 11 | < 0.1% | |
| 7.519348579e+10 | 2 | < 0.1% | |
| 6083843067 | 2 | < 0.1% | |
| 1.912067480e+10 | 1 | < 0.1% | |
| 9.051771426e+10 | 1 | < 0.1% | |
| 2.565096373e+11 | 1 | < 0.1% | |
| 2.581729759e+11 | 1 | < 0.1% | |
| 2.074284769e+11 | 1 | < 0.1% | |
| 1.840489643e+11 | 1 | < 0.1% | |
| 1.218167073e+11 | 1 | < 0.1% | |
| Other values (77925) | 77925 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1333187 | 1 | < 0.1% | |
| 6812970 | 1 | < 0.1% | |
| 11788238 | 1 | < 0.1% | |
| 12277068 | 1 | < 0.1% | |
| 13766566 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.621429208e+11 | 1 | < 0.1% | |
| 2.621409127e+11 | 1 | < 0.1% | |
| 2.621405927e+11 | 1 | < 0.1% | |
| 2.621312667e+11 | 1 | < 0.1% | |
| 2.621209255e+11 | 1 | < 0.1% |
Value.5
Real number (ℝ≥0)
| Distinct count | 26 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56301.62802930196 |
|---|---|
| Minimum | 53000 |
| Maximum | 78000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 53000 |
|---|---|
| 5-th percentile | 54000 |
| Q1 | 54000 |
| median | 55000 |
| Q3 | 55000 |
| 95-th percentile | 74000 |
| Maximum | 78000 |
| Range | 25000 |
| Interquartile range (IQR) | 1000 |
Descriptive statistics
| Standard deviation | 5372.482184 |
|---|---|
| Coefficient of variation (CV) | 0.09542321194 |
| Kurtosis | 6.94092045 |
| Mean | 56301.62803 |
| Median Absolute Deviation (MAD) | 1000 |
| Skewness | 2.912331445 |
| Sum | 4388543000 |
| Variance | 28863564.82 |
| Value | Count | Frequency (%) | |
| 54000 | 30822 | 39.5% | |
| 55000 | 29839 | 38.3% | |
| 56000 | 7260 | 9.3% | |
| 75000 | 2184 | 2.8% | |
| 53000 | 1858 | 2.4% | |
| 74000 | 1164 | 1.5% | |
| 76000 | 816 | 1.0% | |
| 73000 | 634 | 0.8% | |
| 57000 | 590 | 0.8% | |
| 72000 | 431 | 0.6% | |
| Other values (16) | 2349 | 3.0% |
| Value | Count | Frequency (%) | |
| 53000 | 1858 | 2.4% | |
| 54000 | 30822 | 39.5% | |
| 55000 | 29839 | 38.3% | |
| 56000 | 7260 | 9.3% | |
| 57000 | 590 | 0.8% |
| Value | Count | Frequency (%) | |
| 78000 | 10 | < 0.1% | |
| 77000 | 160 | 0.2% | |
| 76000 | 816 | 1.0% | |
| 75000 | 2184 | 2.8% | |
| 74000 | 1164 | 1.5% |
Value.6
Real number (ℝ≥0)
| Distinct count | 77936 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130101054585.83037 |
|---|---|
| Minimum | 4634143 |
| Maximum | 262134591568 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 4634143 |
|---|---|
| 5-th percentile | 1.312244888e+10 |
| Q1 | 6.425870497e+10 |
| median | 1.290742993e+11 |
| Q3 | 1.961557487e+11 |
| 95-th percentile | 2.493462994e+11 |
| Maximum | 2.621345916e+11 |
| Range | 2.621299574e+11 |
| Interquartile range (IQR) | 1.318970438e+11 |
Descriptive statistics
| Standard deviation | 7.579750501e+10 |
|---|---|
| Coefficient of variation (CV) | 0.582604847 |
| Kurtosis | -1.203581129 |
| Mean | 1.301010546e+11 |
| Median Absolute Deviation (MAD) | 6.590027813e+10 |
| Skewness | 0.02890188383 |
| Sum | 1.01409869e+16 |
| Variance | 5.745261765e+21 |
| Value | Count | Frequency (%) | |
| 1.50469201e+11 | 11 | < 0.1% | |
| 1.714575329e+11 | 2 | < 0.1% | |
| 2.187002549e+10 | 1 | < 0.1% | |
| 2.337737142e+11 | 1 | < 0.1% | |
| 1.770449703e+11 | 1 | < 0.1% | |
| 2.011215819e+11 | 1 | < 0.1% | |
| 3.096650221e+10 | 1 | < 0.1% | |
| 1.203439665e+11 | 1 | < 0.1% | |
| 2.430744482e+11 | 1 | < 0.1% | |
| 2.163359534e+11 | 1 | < 0.1% | |
| Other values (77926) | 77926 | > 99.9% |
| Value | Count | Frequency (%) | |
| 4634143 | 1 | < 0.1% | |
| 10270359 | 1 | < 0.1% | |
| 11027925 | 1 | < 0.1% | |
| 19343029 | 1 | < 0.1% | |
| 20705269 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.621345916e+11 | 1 | < 0.1% | |
| 2.621316367e+11 | 1 | < 0.1% | |
| 2.621266075e+11 | 1 | < 0.1% | |
| 2.621140515e+11 | 1 | < 0.1% | |
| 2.621103332e+11 | 1 | < 0.1% |
| Distinct count | 26760 |
|---|---|
| Unique (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81765505.78700912 |
|---|---|
| Minimum | 49274304 |
| Maximum | 90510644 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 49274304 |
|---|---|
| 5-th percentile | 49308200 |
| Q1 | 74503306 |
| median | 88783952 |
| Q3 | 90474512 |
| 95-th percentile | 90494628 |
| Maximum | 90510644 |
| Range | 41236340 |
| Interquartile range (IQR) | 15971206 |
Descriptive statistics
| Standard deviation | 12066711.74 |
|---|---|
| Coefficient of variation (CV) | 0.1475770451 |
| Kurtosis | 1.015760077 |
| Mean | 81765505.79 |
| Median Absolute Deviation (MAD) | 1710564 |
| Skewness | -1.424185261 |
| Sum | 6.37337588e+12 |
| Variance | 1.456055322e+14 |
| Value | Count | Frequency (%) | |
| 71527012 | 86 | 0.1% | |
| 79992624 | 60 | 0.1% | |
| 90479652 | 57 | 0.1% | |
| 71527080 | 56 | 0.1% | |
| 90482108 | 55 | 0.1% | |
| 88783688 | 54 | 0.1% | |
| 80003540 | 53 | 0.1% | |
| 90483160 | 53 | 0.1% | |
| 90491296 | 52 | 0.1% | |
| 90486996 | 52 | 0.1% | |
| Other values (26750) | 77369 | 99.3% |
| Value | Count | Frequency (%) | |
| 49274304 | 1 | < 0.1% | |
| 49274460 | 1 | < 0.1% | |
| 49274508 | 3 | < 0.1% | |
| 49275400 | 1 | < 0.1% | |
| 49275688 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 90510644 | 2 | < 0.1% | |
| 90510036 | 2 | < 0.1% | |
| 90509628 | 4 | < 0.1% | |
| 90509384 | 1 | < 0.1% | |
| 90507900 | 18 | < 0.1% |
Value.8
Real number (ℝ≥0)
| Distinct count | 77711 |
|---|---|
| Unique (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36006210.92430754 |
|---|---|
| Minimum | 1008231 |
| Maximum | 210113472 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 1008231 |
|---|---|
| 5-th percentile | 5164232.8 |
| Q1 | 10402092.5 |
| median | 35323462 |
| Q3 | 53678486 |
| 95-th percentile | 78313407.2 |
| Maximum | 210113472 |
| Range | 209105241 |
| Interquartile range (IQR) | 43276393.5 |
Descriptive statistics
| Standard deviation | 28235290.79 |
|---|---|
| Coefficient of variation (CV) | 0.7841783422 |
| Kurtosis | 1.193048663 |
| Mean | 36006210.92 |
| Median Absolute Deviation (MAD) | 24200701 |
| Skewness | 0.9451642064 |
| Sum | 2.806576123e+12 |
| Variance | 7.972316461e+14 |
| Value | Count | Frequency (%) | |
| 53439920 | 11 | < 0.1% | |
| 51427825 | 2 | < 0.1% | |
| 52863034 | 2 | < 0.1% | |
| 10761304 | 2 | < 0.1% | |
| 51665107 | 2 | < 0.1% | |
| 10597614 | 2 | < 0.1% | |
| 49240812 | 2 | < 0.1% | |
| 12045380 | 2 | < 0.1% | |
| 54010636 | 2 | < 0.1% | |
| 51078643 | 2 | < 0.1% | |
| Other values (77701) | 77918 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1008231 | 1 | < 0.1% | |
| 1375978 | 1 | < 0.1% | |
| 1393572 | 1 | < 0.1% | |
| 1562084 | 1 | < 0.1% | |
| 1624075 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 210113472 | 1 | < 0.1% | |
| 209067344 | 1 | < 0.1% | |
| 206976061 | 1 | < 0.1% | |
| 205886016 | 1 | < 0.1% | |
| 205849769 | 1 | < 0.1% |
| Distinct count | 1035 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 243.64347569502354 |
|---|---|
| Minimum | 0 |
| Maximum | 114998 |
| Zeros | 70165 |
| Zeros (%) | 90.0% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 146 |
| Maximum | 114998 |
| Range | 114998 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3791.036641 |
|---|---|
| Coefficient of variation (CV) | 15.55977081 |
| Kurtosis | 540.593621 |
| Mean | 243.6434757 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.44746126 |
| Sum | 18991278 |
| Variance | 14371958.81 |
| Value | Count | Frequency (%) | |
| 0 | 70165 | 90.0% | |
| 10 | 1134 | 1.5% | |
| 27 | 509 | 0.7% | |
| 78 | 507 | 0.7% | |
| 95 | 362 | 0.5% | |
| 44 | 320 | 0.4% | |
| 112 | 237 | 0.3% | |
| 146 | 213 | 0.3% | |
| 214 | 212 | 0.3% | |
| 61 | 207 | 0.3% | |
| Other values (1025) | 4081 | 5.2% |
| Value | Count | Frequency (%) | |
| 0 | 70165 | 90.0% | |
| 10 | 1134 | 1.5% | |
| 22 | 15 | < 0.1% | |
| 27 | 509 | 0.7% | |
| 34 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 114998 | 1 | < 0.1% | |
| 111105 | 1 | < 0.1% | |
| 110623 | 1 | < 0.1% | |
| 107228 | 1 | < 0.1% | |
| 106498 | 1 | < 0.1% |
Value.10
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 609.0 KiB |
| None | |
|---|---|
| AMG | |
| Kripke | |
| Quicksilver | |
| PENNANT | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| None | 23661 | 30.4% | |
| AMG | 12118 | 15.5% | |
| Kripke | 9052 | 11.6% | |
| Quicksilver | 8785 | 11.3% | |
| PENNANT | 8718 | 11.2% | |
| linpack | 8009 | 10.3% | |
| LAMMPS | 7604 | 9.8% |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 5.704619806 |
| Min length | 3 |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.332828716948696 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 23661 |
| Zeros (%) | 30.4% |
| Memory size | 609.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.092847849 |
|---|---|
| Coefficient of variation (CV) | 0.8971288092 |
| Kurtosis | -1.205780872 |
| Mean | 2.332828717 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3879968827 |
| Sum | 181837 |
| Variance | 4.380012119 |
| Value | Count | Frequency (%) | |
| 0 | 23661 | 30.4% | |
| 2 | 12118 | 15.5% | |
| 1 | 9052 | 11.6% | |
| 5 | 8785 | 11.3% | |
| 3 | 8718 | 11.2% | |
| 6 | 8009 | 10.3% | |
| 4 | 7604 | 9.8% |
| Value | Count | Frequency (%) | |
| 0 | 23661 | 30.4% | |
| 1 | 9052 | 11.6% | |
| 2 | 12118 | 15.5% | |
| 3 | 8718 | 11.2% | |
| 4 | 7604 | 9.8% |
| Value | Count | Frequency (%) | |
| 6 | 8009 | 10.3% | |
| 5 | 8785 | 11.3% | |
| 4 | 7604 | 9.8% | |
| 3 | 8718 | 11.2% | |
| 2 | 12118 | 15.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Benutzerdefiniert | Value | Value.1 | Value.2 | Value.3 | Value.4 | Value.5 | Value.6 | Value.7 | Value.8 | Value.9 | Value.10 | Running App ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 405816 | 769506793 | 28416 | 53000 | 158874286396 | 54000 | 41517493080 | 90458180 | 5307749 | 0 | None | 0 |
| 1 | 1 | 405816 | 1601939479 | 28416 | 53000 | 158949401804 | 55000 | 41588967384 | 90458180 | 10951385 | 129 | None | 0 |
| 2 | 2 | 405816 | 1581020164 | 28416 | 53000 | 159024249391 | 55000 | 41656996751 | 90457668 | 10826598 | 0 | None | 0 |
| 3 | 3 | 405816 | 1378962469 | 28416 | 53000 | 159097651485 | 55000 | 41719598153 | 90457668 | 9469279 | 0 | None | 0 |
| 4 | 4 | 405816 | 689946283 | 28416 | 53000 | 159158352014 | 54000 | 41773917838 | 90457668 | 4771572 | 0 | None | 0 |
| 5 | 5 | 405816 | 1345075237 | 28416 | 53000 | 159231226156 | 54000 | 41845220146 | 90457668 | 9229157 | 0 | None | 0 |
| 6 | 6 | 405816 | 1279825668 | 28416 | 53000 | 159304187700 | 54000 | 41907308732 | 90457668 | 8770858 | 0 | None | 0 |
| 7 | 7 | 405816 | 1237174302 | 28416 | 53000 | 159377972606 | 55000 | 41970324928 | 90457668 | 8486146 | 0 | None | 0 |
| 8 | 8 | 405816 | 697010453 | 28416 | 53000 | 159441095736 | 55000 | 42018170082 | 90457668 | 4844620 | 0 | None | 0 |
| 9 | 9 | 405816 | 1583819583 | 28416 | 53000 | 159515950952 | 55000 | 42090375890 | 90457668 | 10815072 | 0 | None | 0 |
Last rows
| Benutzerdefiniert | Value | Value.1 | Value.2 | Value.3 | Value.4 | Value.5 | Value.6 | Value.7 | Value.8 | Value.9 | Value.10 | Running App ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 77937 | 77937 | 493116 | 1531440783 | 28528 | 56000 | 5523403340 | 55000 | 170974410326 | 90404044 | 12163237 | 0 | None | 0 |
| 77938 | 77938 | 430072 | 1181771386 | 28544 | 53000 | 5598096508 | 54000 | 171035614393 | 90470148 | 9441858 | 0 | None | 0 |
| 77939 | 77939 | 430108 | 1493953547 | 28544 | 53000 | 5672857730 | 55000 | 171102714502 | 90470296 | 10221254 | 0 | None | 0 |
| 77940 | 77940 | 430208 | 867330314 | 28512 | 53000 | 5739436295 | 54000 | 171155443310 | 90470280 | 5987699 | 0 | None | 0 |
| 77941 | 77941 | 428964 | 1082487977 | 28432 | 53000 | 5809712360 | 54000 | 171207713867 | 90471012 | 7417989 | 435 | None | 0 |
| 77942 | 77942 | 430708 | 1195853426 | 28736 | 53000 | 5872000714 | 54000 | 171272712602 | 90465712 | 8944302 | 0 | None | 0 |
| 77943 | 77943 | 430240 | 1456587178 | 28720 | 53000 | 5945579688 | 54000 | 171341805687 | 90466560 | 9971363 | 0 | None | 0 |
| 77944 | 77944 | 430060 | 856989551 | 28608 | 53000 | 6009179257 | 54000 | 171398894835 | 90466884 | 5917751 | 0 | None | 0 |
| 77945 | 77945 | 429808 | 1186967080 | 28592 | 53000 | 6083843067 | 54000 | 171457532869 | 90466792 | 8142324 | 0 | None | 0 |
| 77946 | 77946 | 429808 | 1186967080 | 28592 | 53000 | 6083843067 | 54000 | 171457532869 | 90466792 | 8142324 | 0 | None | 0 |